Okay, I've searched for Product Manager roles specializing in AI/ML in the San Francisco Bay Area, requiring 8+ years of product management experience, a Bachelor's degree in Computer Science or related field, and full-time job mode. I have found 72 positions for you.

Sure. Here's the analysis:

Job Analysis:

This Product Manager - AI role is central to Cisco's ambition to lead in AI-driven security solutions, specifically within the AI Software & Platform team that supports the broader Cisco Secure portfolio. The fundamental expectation is to harness a deep understanding of AI and ML to design, develop, and bring to market cutting-edge features defending against sophisticated AI security threats like adversarial model attacks and data leakage. The candidate must be adept at navigating the entire product lifecycle—from envisioning the solution to tracking its market impact—requiring a blend of technical insight, strategic thinking, and customer empathy. The role demands not just technical proficiency but the ability to prioritize competing demands, interpret complex AI security challenges, and translate them into practical, robust product features by aligning cross-functional teams including engineering, threat intelligence, and research. Success here is measured by delivering features that maintain Cisco's competitive edge in AI defense technology while adapting swiftly to an evolving threat landscape. The requirements for significant product management experience combined with domain expertise in AI/ML underline the need for a leader who can balance visionary product innovation with rigorous execution under uncertainty and fast-paced industry changes. Excellence in communication and collaboration is crucial, as this role is about influencing teams, driving consensus, and engaging stakeholders at various organizational levels, including customers, which implies a high degree of interpersonal skill and strategic adaptability.

Company Analysis:

Cisco is a global powerhouse in networking and cybersecurity and is positioning itself at the forefront of the AI revolution by embedding AI into its secure connectivity offerings. As a well-established market leader with over four decades of legacy and innovation, Cisco offers both stability and a dynamic environment where cutting-edge AI security solutions are developed and scaled globally. The company’s explicit commitment to inclusion, purpose-driven innovation, and hybrid work flexibility suggest a culture that values diversity, continuous learning, and collaboration—traits that align well with the demands of an AI product manager working at the intersection of technical innovation and customer-centric security. Being part of Cisco’s AI Software & Platform team means operating in a highly cross-functional, influential context where technologies and products impact millions worldwide. This environment requires a candidate who thrives in matrixed organizations, values inclusion, and is motivated by the mission to safeguard digital enterprises. The strategic alignment of this position reflects Cisco’s growth and leadership ambition in AI-powered security markets—making this hire critical for pushing the frontiers of AI defense technology and contributing to Cisco’s larger goal of enabling resilient, secure, and sustainable digital ecosystems.

Absolutely. Here are some mock interview questions that could come up:

• Behavioral: Tell me about a time when you had to lead a cross-functional team through a complex AI product launch. What challenges did you face and how did you overcome them?
• Behavioral: Describe an occasion where you had to manage competing priorities between technical feasibility and customer needs. How did you find the balance?
• Behavioral: Share an example of how you have handled feedback from diverse stakeholders that required significant product adjustments.
• Behavioral: Tell me about a situation when you identified a gap or vulnerability in an AI system. What steps did you take to address it?
• Technical: How would you approach defining product requirements to mitigate adversarial AI attacks in a real-world security platform?
• Technical: What metrics and KPIs would you establish to measure the success of AI-driven security features in production?
• Technical: Can you explain how familiarity with platforms like AWS Bedrock, Vertex AI, or OpenAI can influence product decisions in this role?
• Technical: Describe your process for staying current with emerging AI technologies and threat models and how you incorporate that knowledge into product strategy.
• Situational: Imagine an AI model you manage is vulnerable to data leakage discovered post-launch. How would you prioritize the response and communicate with internal teams and customers?
• Situational: Suppose your engineering team pushes back on a key feature due to resource constraints. How would you negotiate and realign priorities?
• Situational: A competitor launches a new AI security product similar to yours. What steps would you take to reassess your product roadmap and maintain market leadership?
• Company Fit: Why does Cisco’s mission to create an inclusive future resonate with your career goals and working style?
• Company Fit: How do you see your experience and values aligning with Cisco’s culture of collaboration, learning, and innovation?
• Company Fit: What excites you most about working in AI security within a well-established company like Cisco?
• Candidate Questions: Can you describe how the AI Software & Platform team collaborates with other Cisco Secure product lines?
• Candidate Questions: How does Cisco support continuous learning and career growth for Product Managers in rapidly evolving fields like AI?
• Candidate Questions: What are the biggest challenges Cisco anticipates in the AI defense market over the next 2-3 years, and how can this role help address them?